Towards Designing Future-Proof Data Processing Systems
Summary: Argues that reactive, incremental adaptations have produced unsustainable bloat in data-processing systems as workloads, formats, and execution environments evolve. Extracts principles from prior work and sketches modular, composable, environment- and workload-agnostic architectures for future-proof efficiency. (summarized by gpt-5-mini on Feb 09 2026)
Incoming Non-self Citations Over Time
No non-self incoming citations found for this paper in this database.
Authors
- 1. Michael Jungmair (Technical University of Munich)
- 2. Jana Giceva (Technical University of Munich)
BibTeX Citation
@article{jungmair_vldb25,
title = {{Towards Designing Future-Proof Data Processing Systems}},
author = {Jungmair, Michael and Giceva, Jana},
journal = {PVLDB},
series = {{VLDB} '25},
volume = {18},
number = {11},
pages = {3988--3995},
doi = {10.14778/3749646.3749669},
url = {https://doi.org/10.14778/3749646.3749669},
year = {2025}
}Incoming Citations (Sorted by Pagerank)
Showing 1 of 1 citing papers.
| Rank | Citing Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 11,107 | Future-Proof Data Systems | 2026 | VLDB | 4.9605343e-05 |
Previous
Page 1 / 1
Next
Outgoing Citations (Sorted by Pagerank)
Showing 32 of 32 cited papers.
Citations counted here include only citations to other VLDB/SIGMOD/CIDR/PODS papers in this database.
Previous
Page 1 / 1
Next
Semantically Similar Papers
| # | Overall Rank | Paper | Year | Venue |
|---|---|---|---|---|
| 1 | 12,426 | Towards Systematic Data Center Design | 2015 | CIDR |
| 2 | 10,318 | Towards Full Stack Adaptivity in Permissioned Blockchains | 2024 | VLDB |
| 3 | 6,332 | Robust Performance of Main Memory Data Structures by Configuration | 2020 | SIGMOD |
| 4 | 2,447 | A Case for Staged Database Systems | 2003 | CIDR |
| 5 | 26 | Models and Issues in Data Stream Systems | 2002 | PODS |
| 6 | 9,361 | Databases in the Era of Memory-Centric Computing | 2025 | CIDR |
| 7 | 11,409 | Environmental Footprints of Query Processing: A Vision for Sustainable Database Architectures | 2025 | VLDB |
| 8 | 12,738 | Resiliency-Aware Data Management | 2011 | VLDB |
| 9 | 6,095 | From Auto-tuning One Size Fits All to Self-designed and Learned Data-intensive Systems | 2019 | SIGMOD |
| 10 | 11,107 | Future-Proof Data Systems | 2026 | VLDB |